Run
522456

Run 522456

Task 3919 (Supervised Classification) pc2 Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
270.2021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0084
Cross-validation details (10-fold Crossvalidation)
Number of instances
5589
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0399
Cross-validation details (10-fold Crossvalidation)
Recall
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.064
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0654
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.461
UserCPU time millis testing
0.064
UserCPU time millis training
1.397